The article addresses the question of how the assessment process with large-scale data derived from online learning environments will be different from the assessment process without it. Following an explanation of big data and how it is different from previously available learner data, we describe three notable features that characterize…

The Data Quality Campaign (DQC) has been focused since 2005 on advocating for states to build robust state longitudinal data systems (SLDS). While states have made great progress in their data infrastructure, and should continue to emphasize this work, data systems alone will not improve outcomes. It is time for both DQC and states to focus on…

Community colleges are under pressure these days to produce graduates who can land jobs. But identifying which occupations and skills are in demand is often easier said than done. LaGuardia, a City University of New York campus in Long Island City, is one of 10 community colleges across six states experimenting with software that collects…

People can often anticipate the outcome of another person's actions based on visual information available in the movements of the other person's body. We investigated this problem by studying how goalkeepers anticipate the direction of a penalty kick in soccer. The specific aim was to determine whether the information used to anticipate kick…

Three laboratory experiments on social referencing examined whether infants' tendencies to look at and use positive information from the experimenter could be interpreted from a perspective of novelty or expertise. In Study 1, novelty was manipulated. Forty-eight 12-month-old infants participated. In a between-subject design, a more novel or a…

The paper examines demographic information sources and utilization as determinants of educational policy making in South West Nigeria. Using validated and structured questionnaire, the study population of 398 officers in the ministries of education in the affected states were enumerated. The study establishes population census, vital registration,…

For better or worse, many educational decisions that were once handled on a personal level by teachers or administrators now increasingly rely upon data and information. To be successful in this era, educators need to understand this broad sociotechnical revolution and how it is realigning traditional roles and responsibilities. In this book, the…

The 2013-18 West Virginia Higher Education Policy Commission master plan, "Leading the Way: Access. Success. Impact" was developed to provide a programmatic framework and goals to enable the state's system of public four-year institutions to meet the educational needs of West Virginians. A state economy in flux with declining revenues…

Educational standardized testing impacts millions of children and educational professionals each year. In the current accountability climate, an effective educational system depends on professionals who are literate in assessment and can take the appropriate actions in response to test results. Measurement researchers should begin to focus more…

Background: Despite increased access to student learning data, scholars have demonstrated that teachers do not always know how to use these data in ways that lead to deep changes in instruction and often lack skills and knowledge to interpret results and develop solutions. In response, administrators have invested in instructional coaches, data…

The Data Quality Campaign (DQC) is dedicated to helping everyone with a stake in education, including parents, teachers, education leaders, and policymakers, effectively and appropriately understand and use education data. DQC helps parents and educators understand the value of data--why data matter and how they can help students be successful in…

Better information about how investments in education are influencing outcomes for students, schools, and districts is needed. The growing hunger for using financial data to answer more and evolving questions will require changes in systems, policy, practice, and culture. The problem at hand is that both people and systems have limited capacity to…

Parents expect school districts and schools to keep their children safe while they are in school. That expectation of safety and security also extends to the protection of their children's learning data. Therefore, it is critical that school districts and schools are open and transparent about their student data privacy practices, and that those…

This report addresses two key questions about postsecondary student unit record data systems (PSURSs): (1) What data are collected by various parties; and (2) how do these entities use the data to inform policy decisions? This 2016 report is both a follow-up and a redesign of two previous "Strong Foundations" reports by SHEEO (2010 and…

Higher education is ripe for innovation. While emerging technological developments such as digital courseware and mobiles apps have made it easier than ever for people to engage with learning resources, significant issues of access and equity persist among students from low-income, minority, single-parent families, and other disadvantaged groups.…